Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 1.199210 1.463899 1.803175 2.283206 2.968560 3.953396 5.564627
2025-03-09 0.844790 1.130188 1.552476 2.268511 3.567497 6.141914 12.937396
2025-03-16 0.651388 0.918613 1.349509 2.171570 3.947125 8.578808 29.533020
2025-03-23 0.561455 0.827707 1.290253 2.274125 4.810017 13.978427 120.947323
2025-03-30 0.489109 0.744047 1.211510 2.292016 5.518458 21.626280 1297.995869
2025-04-06 0.428039 0.665552 1.118074 2.230214 5.961335 31.139873 NaN
2025-04-13 0.382361 0.605674 1.045402 2.186606 6.459676 46.818311 NaN
2025-04-20 0.362885 0.590312 1.060134 2.383923 8.311625 123.140765 NaN
2025-04-27 0.340663 0.565540 1.047737 2.499877 10.117882 401.865572 NaN
2025-05-04 0.315059 0.530034 1.002516 2.491522 11.265962 1546.409274 NaN
2025-05-11 0.288902 0.489977 0.938651 2.393403 11.648239 7450.400812 NaN
2025-05-18 0.273224 0.469629 0.919087 2.448643 13.618800 NaN NaN
2025-05-25 0.261465 0.456512 0.916405 2.576560 17.134727 NaN NaN
2025-06-01 0.246522 0.434810 0.887529 2.587845 19.629963 NaN NaN
2025-06-08 0.229241 0.406168 0.835326 2.476584 20.019191 NaN NaN
2025-06-15 0.221187 0.397086 0.834850 2.601730 25.793942 NaN NaN
2025-06-22 0.210882 0.381801 0.814315 2.623663 30.210945 NaN NaN
2025-06-29 0.199053 0.361927 0.777589 2.548853 31.864584 NaN NaN
2025-07-06 0.188887 0.345036 0.747217 2.496144 34.303801 NaN NaN
2025-07-13 0.186298 0.345478 0.768042 2.735368 53.792390 NaN NaN
2025-07-20 0.181467 0.340110 0.770408 2.876752 77.368195 NaN NaN
2025-07-27 0.174095 0.327976 0.749755 2.866546 91.945601 NaN NaN
2025-08-03 0.165353 0.311879 0.714481 2.746906 92.045787 NaN NaN